Maximum Approximate Bernstein/Beta Likelihood Estimation

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Documentation for package ‘mable’ version 4.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

chicken.embryo	Chicken Embryo Data
chpt.exp	Exponential change-point
copula2d	Some Bivariate Copulas
copula2d.cond	Some Parametric Conditional Bivariate Copulas
corr.hellinger	Bhattacharyya coefficient and Hellinger correlation
cosmesis	Breast cosmesis data
d2dcop.asym	Some Bivariate Copulas
dcopula	Some Bivariate Copulas
dcopula.cond	Some Parametric Conditional Bivariate Copulas
dmixbeta	Mixture Beta Distribution
dmixmvbeta	Multivariate Mixture Beta Distribution
dtmixbeta	Exponentially Tilted Mixture Beta Distribution
hellcorr	Estimate of Hellinger Correlation between two random variables and Bootstrap
mable	Maximum Approximate Bernstein Likelihood Estimate of Univariate or Multivariate Density Function
mable.aft	Mable fit of Accelerated Failure Time Model
mable.copula	Maximum Approximate Bernstein Likelihood Estimate of Copula Density Function
mable.ctrl	Control parameters for mable fit
mable.decon	Mable deconvolution with a known error density
mable.dr	MABLE in Desnity Ratio Model
mable.dr.group	Mable fit of the density ratio model based on grouped data
mable.group	Mable fit of one-sample grouped data by an optimal or a preselected model degree
mable.hellcorr	Estimate of Hellinger Correlation between two random variables and Bootstrap
mable.ic	Mable fit based on one-sample interval censored data
mable.mvar	Maximum Approximate Bernstein Likelihood Estimate of Multivariate Density Function
mable.ph	Mable fit of Cox's proportional hazards regression model
mable.po	Mable fit of proportional odds rate regression model
mable.reg	Mable fit of semiparametric regression model based on interval censored data
made.copula	Minimum Approximate Distance Estimate of Copula Density
made.density	Minimum Approximate Distance Estimate of Density Function with an optimal model degree
made.mvar	Minimum Approximate Distance Estimate of Multivariate Density Function
madem.copula	Minimum Approximate Distance Estimate of Copula with given model degrees
madem.density	Minimum Approximate Distance Estimate of univariate Density Function with given model degree(s)
maple.aft	Mable fit of AFT model with given regression coefficients
maple.dr	Maximum approximate profile likelihood estimate of the density ratio model
maple.dr.group	Maximum approximate profile likelihood estimate of the density ratio model for grouped data with given regression coefficients
maple.ph	Mable fit of the PH model with given regression coefficients
maple.po	Mable fit of the PO model with given regression coefficients
marginal.p	The mixing proportions of marginal distribution from the mixture of multivariate beta distribution
mvecdf	Multivariate empirical cumulative distribution evaluated at sample data
mvpbeta	Component Beta cumulative distribution functions of the Bernstein polynomial model
optim.gcp	Choosing optimal model degree by gamma change-point method
optimable	mable with degree selected by the method of moment and method of mode
p2dcop.asym	Some Bivariate Copulas
pancreas	Pancreatic Cancer Biomarker Data
pcopula	Some Bivariate Copulas
pcopula.cond	Some Parametric Conditional Bivariate Copulas
plot.mable	Plot mathod for class 'mable'
plot.mable_reg	Plot mathod for class 'mable_reg'
pmixbeta	Mixture Beta Distribution
pmixmvbeta	Multivariate Mixture Beta Distribution
ptmixbeta	Exponentially Tilted Mixture Beta Distribution
qcopula.cond	Some Parametric Conditional Bivariate Copulas
qmixbeta	Mixture Beta Distribution
qtmixbeta	Exponentially Tilted Mixture Beta Distribution
r2dcop.asym	Some Bivariate Copulas
rcopula	Some Bivariate Copulas
rcopula.cond	Some Parametric Conditional Bivariate Copulas
rmixbeta	Mixture Beta Distribution
rmixmvbeta	Multivariate Mixture Beta Distribution
rtmixbeta	Exponentially Tilted Mixture Beta Distribution
se.coef.dr	Standard errors of coefficients in density ratio model
summary.mable	Summary mathods for classes 'mable' and 'mable_reg'
summary.mable_reg	Summary mathods for classes 'mable' and 'mable_reg'
umc.mat	Matrix of the uniform marginal constraints
Vaal.Flow	Vaal River Annual Flow Data
weib.gpo	Generalized PO model with Weibull baseline